最近在准备参加kaggle竞赛,想了解一下kaggle竞赛以前的比赛题目有哪些?打算做一下~
同学你好,很高兴为您解答,Kaggle竞赛是一个全球知名的数据科学竞赛,大多数竞赛的题目是由公司或研究人员发布,将数据、问题和期望以竞赛奖项的形式从世界各地征求解决方案,所以平时的练习不能少。
下面也为大家总结了kaggle竞赛的有关题目,希望对大家有用~
1、Titanic: Machine Learning from Disaster
Start here!
Predict survival on the Titanic and get familiar with ML basics
2、House Prices-Advanced Regression Techniques
Predict sales prices
practice feature engineering, RFs, and gradient boosting
3、Digit Recognizer
CV starts here!
Learn computer vision fundamentals with the famous MNIST data
4、TalkingData AdTracking Fraud Detection Challenge
fraudulent click starts here!
Can you detect fraudulent click traffic for mobile app ads?
5、Toxic Comment Classification Challenge
NLP starts here!
Identify and classify toxic online comments
6、Santander Customer Satisfaction
HOT
Which customers are happy customers?
7、2018 Data Science Bowl
CV
Find the nuclei in divergent images to advance medical discovery
8、Bike Sharing Demand
Forecasting
Forecast use of a city bikeshare system
9、Instacart Market Basket Analysis
选品分析
Which products will an Instacart consumer purchase again?
10、San Francisco Crime Classification
多分类预测
Predict the category of crimes that occurred in the city by the bay
以上就是有关kaggle竞赛的有关题目,kaggle竞赛的难度还是比较大的,一般来讲,参赛者最好具有统计、计算机、数学的相关基础,有一定的coding技能,对机器学习和深度学习有基本的了解。
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